[0001] The present invention relates generally to equalization techniques for digital modulation
such as QAM (quadrature amplitude modulation), and more specifically to a matched
filter receiver used in combination with a decision feedback equalizer.
[0002] In digital radio transmission systems, intersymbol interference can be equalized
using a decision feedback equalizer if the ratio of undesired-to-desired signal (ρ)
is smaller than 1. However, if the desired, direct signal arrives at a receiver later
than a undesired, reflected version of the transmitted signal, interference occurs
between them, causing what is called multipath fading. When this occurs, the amplitude
of the undesired signal is stronger than the desired signal, hence ρ > 1, giving rise
to a large negative peak at time t = -T (where T is the symbol timing) with respect
to the center, positive peak at the origin of the impulse response of the transmission
system, whereas, when ρ = 0, i.e., in the absence of the undesired component, the
impulse response is symmetrical with respect to the origin. Under such circumstances,
intersymbol interference cannot completely be equalized.
[0003] It is known that the transfer function of an optimum filter is the complex conjugate
of the spectrum of the input signal and such a filter is called a matched filter.
Since the impulse response of the matched filter is a time-reversed and delayed version
of the input signal, the application of a signal whose U/D ratio is smaller than 1
to the matched filter results in the generation of two negative peaks, one at time
t = -T and the other at t = T, both having amplitudes one-half of the amplitude of
the original negative peak at time t = -T.
[0004] A proposal has been made for using a matched filter in combination with a decision
feedback equalizer in order to take advantage of the unique characteristic of the
matched filter for equalizing signals affected by multipath fading since the two negative
peaks at the output of the matched filter can be easily equalized by the decision
feedback equalizer. More specifically, the matched filter is implemented with a transversal
filter and a tap-weight controller to control the tap weights of the transversal filter
in an adaptive fashion in response to the output of the decision feedback equalizer.
The tap-weight controller comprises a plurality of correlation circuits corresponding
respectively to the tap-weight multipliers of the transversal filter to detect correlations
between delayed incoming signals with the output of the decision feedback equalizer.
In each correlation circuit, the detected correlation is integrated over a period
L x T and divided over time L to produce a tap-weight control signal which is an average
value of the integrated signal. Since this control signal is updated at L x T intervals,
the prior art matched filter cannot equalize signals affected by multipath fading
which varies at rates higher than the rate at which the output of the matched filter
is updated.
[0005] It is therefore an object of the present invention to provide a matched filter receiver
capable of tracking high speed variations of signals affected by multipath fading.
[0006] According to the present invention, the matched filter receiver comprises a transversal
filter having a tapped delay line for receiving an incoming digital signal to produce
successively delayed signals at successive taps of the delay line, a plurality of
tap-weight multipliers connected respectively to the successive taps of the delay
line, and means for summing output signals of the tap-weight multipliers to produce
a filter output, and supplying the filter output to a decision feedback equalizer.
A tap-weight controller includes a second tapped delay line having a series of delay
elements for receiving the incoming digital signal to produce successively delayed
signals at successive taps of the second delay line so that the delayed signal at
a center tap of the second delay line is time coincident with an output signal from
the decision feedback equalizer. A plurality of correlation circuits are provided
corresponding respectively to the tap-weight multipliers of the transversal filter
and the successive taps of the second delay line. Each of the correlation circuits
comprises a correlation detector for detecting a correlation between the output signal
of the decision feedback equalizer and a signal from the corresponding tap of the
second tapped delay line to produce a correlation output signal, an integrator for
integrating the correlation output signal over a prescribed interval to produce an
integrated signal, and an adder having a first input terminal receiving the correlation
output signal, and a second input terminal. Delay means is provided for delaying the
correlation output signal for an interval equal to the prescribed interval to produce
a delayed signal. A subtractor detects the difference between the delayed signal and
an output signal from the adder to produce a difference signal for coupling to the
corresponding tap-weight multiplier as a tap-weight control signal. The integrated
signal is initially applied to the second input terminal of the adder, and thereafter,
the difference signal (tap-weight control signal) is applied to it, instead of the
integrated signal. As a result, the tap-weight output signal is summed with a new
correlation output signal and the old correlation output signal is then removed from
the control signal by subtractor. As the process continues, the tap weight control
signal is repeatedly updated at symbol intervals.
[0007] The present invention will be described in further detail with reference to the accompanying
drawings, in which:
Fig. 1 is a block diagram of a matched filter receiver with a decision feedback equalizer;
and
Fig. 2 is a block diagram of each correlation circuit of Fig. 1.
[0008] Referring to Fig. 1, there is shown a multipath fading equalizer for digitally modulated
signals according to the present invention. The IF (intermediate frequency) version
of a received signal is applied through an input terminal 1 to a QAM demodulator 2
to produce a baseband signal. The output of the demodulator is converted to a digital
signal by an A/D converter 3 and applied to a matched filter comprising a transversal
filter 4 whose tap weights are controlled by a tap-weight controller 5 and a latch
6. The output of latch 6 is applied to a decision feedback equalizer 7 to produce
an equalized signal at the output terminal 8. A clock recovery circuit 9 is connected
to the input terminal to recover a symbol timing clock that is applied to a frequency
doubler 10, tap-weight controller 5, latch 6 and decision feedback equalizer 7. The
output of frequency doubler 10 is applied as a sampling pulse to the A/D converter
3 to produce a digital signal at a rate twice the symbol timing of the incoming signal.
An out-of-sync detector 11 is associated with the demodulator to produce an out-of-sync
signal that is applied to tap-weight controller 5 to reset the various components
of the controller.
[0009] The output of A/D converter 3 is fed into the delay line of transversal filter 4,
which typically comprises a series of delay elements 12, 13, 14, and 15, each with
a delay time T/2, to form five successive taps which are respectively connected to
tap-weight multipliers 16, 17, 18, 19 and 20. These tap-weight multipliers multiply
their inputs from the delay line with respective tap-weight coefficients A₋₂, A₋₁
A₀, A₁ and A₂ supplied from tap-weight controller 5 to produce weighted signals. The
weighted signals are summed by an adder 21 for coupling to the latch 6 where the summed
signal is sampled at the symbol rate and applied to DFE 7.
[0010] Tap-weight controller 5 comprises a delay line formed by an adjustment delay element
22 with a delay time τ and a series of delay elements 23, 24, 25 and 26 each with
a delay time T/2 to form successive taps respectively corresponding to those of the
delay line of transversal filter 4. This delay line takes its input from the output
of A/D converter 3 and its successive taps are connected respectively to correlation
circuits 27-1 through 27-5 to which the output of DFE 7 is also applied.
[0011] Delay time τ is determined so that the output of DFE 7 and the output of A/D converter
3, which are respectively indicated at D₁ and D₂, are made to coincide with each other
at the center tap point of the transversal filter 4. Otherwise stated, a delay time

is equal to the total delay of transversal filter 4 and DFE 7.
[0012] Details of each correlation circuit 27 are shown in Fig. 2. Signals D₁ and D₂ are
supplied to a multiplier 30 to determine their cross correlation. The output of multiplier
30 is divided by a factor 1/L by a divider 31 and fed into a resettable integrator
32. The signal from out-of-sync detector 11 is applied to a flip-flop 38 where it
is held until the flip-flop is triggered by clock recovery circuit 9 so that the out-of-sync
signal is made to coincide with the timing of the signals D₁ and D₂. The output of
flip-flop 38 is applied as a reset signal to integrator 32. In this way, integrator
32 remains inactive when demodulator 2 is out of phase with the symbol timing and
begins its successive summing operations when the demodulator is synchronized.
[0013] The output of integrator 32 is applied to a flip-flop 33 where it is delayed for
one symbol timing and passed through a selector 34 to a resettable adder 35. A shift
register, or L-symbol delay means 39 is provided to introduce delay time (=L x T)
to the output of flip-flop 38. The output of shift register 39 is applied to adder
35 as a reset signal so that adder 35 begins its summing operation an (L x T) period
after the onset of synchronization to produce a sum of the output of divider 31 with
the output of integrator 32.
[0014] If the output of divider 31 generated at a count of "e" symbols following the onset
of synchronization is represented as

, then the integrator output at the input of adder 35 can be represented as

and the output of adder 35 is given by a'(k) + a(e).
[0015] The output of divider 31 is further connected through a shift register 37 to a resettable
subtractor 36 to delay the input of the subtractor by L symbols with respect to the
input of adder 35 to produce a delayed output b(e) as follows:

The output of adder 35 is coupled to a resettable subtractor 36 to which the signal
b(e) from shift register 37 is also applied to produce a tap-weight control signal
A(e).
[0016] Adder 35 and subtractor 36 are reset in response to the output of shift register
39 so that they start their arithmetic operations (L+1) symbols after the start of
operation of the integrator 32. Therefore, the tap-weight control signal A(e) of each
correlation circuit is given by:

Equation (3) is rewritten as:

Equation (4) represents an average value of cross correlations over an L-symbol interval.
[0017] During the time interval between the start of operation of the integrator 32 and
the arrival of (L+1) symbols, selector 34 establishes a path between the output of
flip-flop 33 to adder 35. During a subsequent interval that starts (L+2) symbols after
the operation of integrator 32 (i.e., e ≧ L+2), selector 34 is switched for coupling
the output of subtractor 36 to adder 35 to form a feedback loop in response to the
output of a flip-flop 40 which introduces one symbol delay to the output of shift
register 39. As long as the demodulator is synchronized, the output signal A(e) is
fed back to adder 35 and summed with a new value a(e) from the divider 31 and then
the old value a(e - L) is removed by subtractor 36. As this process continues, the
tap weight control signal is updated at symbol intervals.
[0018] The output terminal of each correlation circuit 27 is connected to the tap-weight
input of the corresponding tap-weight multiplier where the successively delayed versions
of the output of A/D converter 3 are weighted at appropriate timing with respective
tap-weight coefficients. In this way, even though the incoming signal fluctuates rapidly
due to fading variations, the tap-weight coefficients are updated at a higher rate
than the rate of the signal fluctuation. The outputs of multipliers 16 ∼ 20 are supplied
to adder 21 at T/2 intervals where they are summed to produce an output at T/2 intervals.
Since useful information occurs at symbol intervals, rather than at T/2 intervals,
one sample is produced from latch 6 from each symbol interval and fed into to DFE
7. In a known manner, DFE 7 removes the intersymbol interference which appears as
negative peaks of equal amplitudes at times -T and +T since the impulse response of
the matched filter is a time-reversed and delayed version of the input signal.
[0019] While mention has been made of an embodiment in which divider 31 is located in a
position immediately following the correlation detector or multiplier 30, the divider
is not limited to that location; it could equally be as well provided to the output
of subtractor 36.
1. A matched filter receiver in combination with a decision feedback equalizer (7), comprising
a transversal filter (4) having a tapped delay line for receiving an incoming digital
signal to produce successively delayed signals at successive taps of the delay line,
a plurality of tap-weight multipliers (16∼20) connected respectively to the successive
taps of said delay line, and means for summing output signals of said tap-weight multipliers
to produce a filter output, and supplying the filter output to said decision feedback
equalizer (7), a second tapped delay line having a series of delay elements (22-26)
for receiving said incoming digital signal to produce successively delayed signals
at successive taps of the second delay line so that the delayed signal at a center
tap of the second delay line is time coincident with an output signal from said decision
feedback equalizer, and a plurality of correlation circuits (27-1∼27-5) corresponding
respectively to the tap-weight multipliers of said transversal filter and the successive
taps of the second delay line, each of the correlation circuits comprising, a correlation
detector (30) for detecting a correlation between the output signal of said decision
feedback equalizer and a signal from the corresponding tap of said second tapped delay
line to produce a correlation output signal, and integrator means (32, 38-40) for
integrating said correlation output signal over a prescribed interval to produce an
integrated signal, characterized by an adder (35) having a first input terminal receiving said correlation output
signal, and a second input terminal, delay means (37) for delaying said correlation
output signal for an interval equal to said prescribed interval to produce a delayed
signal, a subtractor (36) for detecting a difference between said delayed signal and
an output signal of said adder to produce a difference signal and supplying the difference
signal to the corresponding tap-weight multiplier, and control means (32, 34, 38-40)
for initially coupling said integrated signal to the second input terminal of said
adder (35) and subsequently coupling said difference signal to said second input of
the adder, instead of said integrated signal.
2. A matched filter receiver for a demodulator, comprising, a decision feedback equalizer,
means for generating an out-of-sync signal when the demodulator is not synchronized
with an incoming signal, a transversal filter having a tapped delay line for receiving
a signal from said demodulator to produce successively delayed signals at successive
taps of the delay line, a plurality of tap-weight multipliers connected respectively
to the successive taps of said delay line, and means for summing output signals of
said tap-weight multipliers to produce a filter output, and supplying the filter output
to said decision feedback equalizer, a second tapped delay line having a series of
delay elements connected to receive said incoming digital signal to produce successively
delayed signals at successive taps of the second delay line so that the delayed signal
at a center tap of the second delay line is time coincident with an output signal
from said decision feedback equalizer, a plurality of correlation circuits corresponding
respectively to the tap-weight multipliers of said transversal filter and the successive
taps of the second delay line, each of the correlation circuits comprising, a correlation
detector (30) for detecting a correlation between the output signal of said decision
feedback equalizer and a signal from the corresponding tap of said second tapped delay
line to produce a correlation output signal, and an integrator (32) for integrating
said correlation output signal over a prescribed interval, characterized by an adder (35) having a first input for receiving an output signal from said correlation
detector and a second input, delay means (37) for delaying the output signal of said
correlation detector (30) for a prescribed interval, a subtractor (36) for detecting
a difference between output signals of said adder and said delay means to produce
a difference signal and supplying the difference signal to the corresponding tap-weight
multiplier, and control means (32, 34, 38-40) responsive to said out-of-sync signal
for resetting said integrator (32) and responsive to absence of said out-of-sync signal
for enabling said integrator to integrate said correlation output signal over an interval
equal to said prescribed interval to produce an integrated signal, coupling said integrated
signal to the second input of said adder, and subsequently coupling said difference
signal to said second input of said adder, instead of said integrated signal.
3. A matched filter receiver for a demodulator having means for generating an out-of-sync
signal when the demodulator is not synchronized with an incoming signal, comprising
a decision feedback equalizer (7), a transversal filter (4) having a tapped delay
line for receiving an incoming digital signal to produce successively delayed signals
at successive taps of the delay line, a plurality of tap-weight multipliers connected
respectively to the successive taps of said delay line, and means for summing output
signals of said tap-weight multipliers to produce a filter output, and supplying the
filter output to said decision feedback equalizer, a second tapped delay line having
a series of delay elements connected to receive said incoming digital signal to produce
successively delayed signals at successive taps of the second delay line so that the
delayed signal at a center tap of the second delay line is time coincident with an
output signal from said decision feedback equalizer (7), a plurality of correlation
circuits (27) corresponding respectively to the tap-weight multipliers of said transversal
filter and the successive taps of the second delay line, each of said correlation
circuits comprising, a correlation detector for detecting a correlation between the
output signal of said decision feedback equalizer and a signal from the corresponding
tap of said second tapped-delay line, and an integrator (32) for integrating a signal
from said correlation detector, characterized by:one-symbol delay means (33) for delaying an output signal of said integrator (32)
for a symbol interval, a selector (34) having a first input terminal connected to
the output of said one-symbol delay means, a second input terminal, and an output
terminal for selectively establishing a first connection between said first input
terminal and said output terminal, or a second connection between said second input
terminal and said output terminal, a resettable adder (35), when enabled, for summing
output signals from said selector and said correlation detector, L-symbol delay means
(37) for delaying a signal from said correlation detector (30) for an L-symbol interval,
a resettable subtractor (36), when enabled, for subtracting the output of said L-symbol
delay means from the output of said resettable adder to produce a difference signal
and supplying the difference signal to the second input of said selector and to the
corresponding tap-weight multiplier, first resetting means (38) responsive to said
out-of-sync signal for resetting said integrator and responsive to absence of said
out-of-sync signal for enabling said integrator, second resetting means (39) for resetting
said resettable adder and subtractor (35, 36) an L -symbol interval after said integrator
(32) is reset by said first resetting means (38) and enabling said resettable adder
and resettable subtractor an L-symbol interval after said integrator is enabled, and
control means (39, 40) for initially causing said selector (34) to establish said
first connection and subsequently causing said selector to establish said second connection
an (L+1)-symbol interval after said integrator is enabled by said first resetting
means.